Biology subjects

Bagaza, C.

Publications and source records attributed to Bagaza, C..

2 recordsLinked to original sources

bioRxiv2020

Genetic variation, environment and demography intersect to shape Arabidopsis defense metabolite variation across Europe

Plants face a variety of challenges within their ever-changing environment. Diverse metabolites are central to the plants ability to overcome these challenges. Understanding the environmental and genetic factors influencing the variation in specialized metabolites is the key to understand how plants survive and develop under changing environments. Here we measure the variation in specialized metabolites across a population of 797 natural Arabidopsis thaliana accessions. We show a combination of geography, environmental parameters, demography, and different genetic processes that creates a specific pattern in their accumulation and distribution. By identifying and tracking causal polymorphisms at multiple loci controlling metabolites variation we show that each locus displays extensive allelic heterogeneity with signatures of both parallel and convergent evolutionary processes. These loci combine epistatically and show differing relationships to environmental parameters leading to different distributions. This provides a detailed perspective about the complexity of the forces and mechanisms that shape the accumulation and distribution of a family of specialized metabolites critical for plant fitness.

plant biology↗

bioRxiv2017

Persistent homology demarcates a leaf morphospace

Current morphometric methods that comprehensively measure shape cannot compare the disparate leaf shapes found in seed plants and are sensitive to processing artifacts. We explore the use of persistent homology, a topological method applied across the scales of a function, to overcome these limitations. The described method isolates subsets of shape features and measures the spatial relationship of neighboring pixel densities in a shape. We apply the method to the analysis of 182,707 leaves, both published and unpublished, representing 141 plant families collected from 75 sites throughout the world. By measuring leaves from throughout the seed plants using persistent homology, a defined morphospace comparing all leaves is demarcated. Clear differences in shape between major phylogenetic groups are detected and estimates of leaf shape diversity within plant families are made. This approach does not only predict plant family, but also the collection site, confirming phylogenetically invariant morphological features that characterize leaves from specific locations. The application of a persistent homology method to measure leaf shape allows for a unified morphometric framework to measure plant form, including shape and branching architectures.

plant biology↗